Skills › Reinforcement Learning

RL Foundations

Understand MDPs, the Bellman equation, and basic Q-learning.

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After this skill you can…

  • Formalise a problem as an MDP
  • Implement tabular Q-learning on CartPole
  • Explain exploration vs exploitation tradeoff